Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 10000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 1 |
| Duplicate rows (%) | < 0.1% |
| Total size in memory | 1.6 MiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 21 |
|---|
| Dataset has 1 (< 0.1%) duplicate rows | Duplicates |
label is highly overall correlated with pixel263 and 4 other fields | High correlation |
pixel547 is highly overall correlated with pixel603 and 7 other fields | High correlation |
pixel603 is highly overall correlated with pixel547 and 7 other fields | High correlation |
pixel491 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel575 is highly overall correlated with pixel547 and 7 other fields | High correlation |
pixel263 is highly overall correlated with label and 5 other fields | High correlation |
pixel407 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel435 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel687 is highly overall correlated with pixel547 and 4 other fields | High correlation |
pixel519 is highly overall correlated with pixel547 and 6 other fields | High correlation |
pixel631 is highly overall correlated with pixel547 and 7 other fields | High correlation |
pixel401 is highly overall correlated with pixel427 | High correlation |
pixel180 is highly overall correlated with label and 5 other fields | High correlation |
pixel234 is highly overall correlated with pixel263 and 4 other fields | High correlation |
pixel236 is highly overall correlated with label and 5 other fields | High correlation |
pixel68 is highly overall correlated with label and 5 other fields | High correlation |
pixel611 is highly overall correlated with pixel555 and 1 other fields | High correlation |
pixel96 is highly overall correlated with label and 6 other fields | High correlation |
pixel555 is highly overall correlated with pixel611 and 2 other fields | High correlation |
pixel594 is highly overall correlated with pixel611 and 1 other fields | High correlation |
pixel427 is highly overall correlated with pixel401 and 1 other fields | High correlation |
label has 1000 (10.0%) zeros | Zeros |
pixel547 has 1350 (13.5%) zeros | Zeros |
pixel603 has 2338 (23.4%) zeros | Zeros |
pixel491 has 1126 (11.3%) zeros | Zeros |
pixel575 has 1763 (17.6%) zeros | Zeros |
pixel263 has 2675 (26.8%) zeros | Zeros |
pixel407 has 1231 (12.3%) zeros | Zeros |
pixel435 has 1222 (12.2%) zeros | Zeros |
pixel687 has 3899 (39.0%) zeros | Zeros |
pixel519 has 1235 (12.3%) zeros | Zeros |
pixel631 has 2757 (27.6%) zeros | Zeros |
pixel401 has 2770 (27.7%) zeros | Zeros |
pixel180 has 3029 (30.3%) zeros | Zeros |
pixel234 has 3180 (31.8%) zeros | Zeros |
pixel236 has 2556 (25.6%) zeros | Zeros |
pixel68 has 3749 (37.5%) zeros | Zeros |
pixel611 has 4502 (45.0%) zeros | Zeros |
pixel96 has 3554 (35.5%) zeros | Zeros |
pixel555 has 3414 (34.1%) zeros | Zeros |
pixel594 has 4564 (45.6%) zeros | Zeros |
pixel427 has 4024 (40.2%) zeros | Zeros |
Reproduction
| Analysis started | 2023-11-03 21:44:01.561852 |
|---|---|
| Analysis finished | 2023-11-03 21:45:45.833791 |
| Duration | 1 minute and 44.27 seconds |
| Software version | ydata-profiling vv4.6.1 |
| Download configuration | config.json |
label
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 1000 |
| Zeros (%) | 10.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 4.5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.8724249 |
|---|---|
| Coefficient of variation (CV) | 0.63831666 |
| Kurtosis | -1.2242545 |
| Mean | 4.5 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 0 |
| Sum | 45000 |
| Variance | 8.2508251 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 1000 | |
| 1 | 1000 | |
| 2 | 1000 | |
| 3 | 1000 | |
| 8 | 1000 | |
| 6 | 1000 | |
| 5 | 1000 | |
| 4 | 1000 | |
| 7 | 1000 | |
| 9 | 1000 |
| Value | Count | Frequency (%) |
| 0 | 1000 | |
| 1 | 1000 | |
| 2 | 1000 | |
| 3 | 1000 | |
| 4 | 1000 | |
| 5 | 1000 | |
| 6 | 1000 | |
| 7 | 1000 | |
| 8 | 1000 | |
| 9 | 1000 |
| Value | Count | Frequency (%) |
| 9 | 1000 | |
| 8 | 1000 | |
| 7 | 1000 | |
| 6 | 1000 | |
| 5 | 1000 | |
| 4 | 1000 | |
| 3 | 1000 | |
| 2 | 1000 | |
| 1 | 1000 | |
| 0 | 1000 |
pixel547
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 137.6686 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1350 |
| Zeros (%) | 13.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 66 |
| median | 163 |
| Q3 | 210 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 144 |
Descriptive statistics
| Standard deviation | 82.545882 |
|---|---|
| Coefficient of variation (CV) | 0.59959847 |
| Kurtosis | -1.1795553 |
| Mean | 137.6686 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | -0.49688453 |
| Sum | 1376686 |
| Variance | 6813.8226 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1350 | 13.5% |
| 222 | 100 | 1.0% |
| 224 | 91 | 0.9% |
| 225 | 89 | 0.9% |
| 228 | 86 | 0.9% |
| 214 | 86 | 0.9% |
| 223 | 85 | 0.9% |
| 216 | 84 | 0.8% |
| 232 | 83 | 0.8% |
| 215 | 82 | 0.8% |
| Other values (246) | 7864 |
| Value | Count | Frequency (%) |
| 0 | 1350 | |
| 1 | 28 | 0.3% |
| 2 | 25 | 0.2% |
| 3 | 17 | 0.2% |
| 4 | 18 | 0.2% |
| 5 | 20 | 0.2% |
| 6 | 18 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 10 | 0.1% |
| 9 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 45 | |
| 254 | 8 | 0.1% |
| 253 | 9 | 0.1% |
| 252 | 15 | 0.1% |
| 251 | 11 | 0.1% |
| 250 | 10 | 0.1% |
| 249 | 13 | 0.1% |
| 248 | 13 | 0.1% |
| 247 | 13 | 0.1% |
| 246 | 18 | 0.2% |
pixel603
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 125.3065 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2338 |
| Zeros (%) | 23.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15 |
| median | 149 |
| Q3 | 208 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 193 |
Descriptive statistics
| Standard deviation | 89.654683 |
|---|---|
| Coefficient of variation (CV) | 0.7154831 |
| Kurtosis | -1.4899791 |
| Mean | 125.3065 |
| Median Absolute Deviation (MAD) | 72 |
| Skewness | -0.28590477 |
| Sum | 1253065 |
| Variance | 8037.9622 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2338 | 23.4% |
| 223 | 95 | 0.9% |
| 219 | 90 | 0.9% |
| 229 | 87 | 0.9% |
| 215 | 85 | 0.9% |
| 222 | 84 | 0.8% |
| 224 | 84 | 0.8% |
| 201 | 81 | 0.8% |
| 216 | 80 | 0.8% |
| 211 | 78 | 0.8% |
| Other values (246) | 6898 |
| Value | Count | Frequency (%) |
| 0 | 2338 | |
| 1 | 18 | 0.2% |
| 2 | 19 | 0.2% |
| 3 | 17 | 0.2% |
| 4 | 12 | 0.1% |
| 5 | 13 | 0.1% |
| 6 | 12 | 0.1% |
| 7 | 10 | 0.1% |
| 8 | 17 | 0.2% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 65 | |
| 254 | 10 | 0.1% |
| 253 | 10 | 0.1% |
| 252 | 10 | 0.1% |
| 251 | 16 | 0.2% |
| 250 | 11 | 0.1% |
| 249 | 10 | 0.1% |
| 248 | 15 | 0.1% |
| 247 | 16 | 0.2% |
| 246 | 19 | 0.2% |
pixel491
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 143.508 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1126 |
| Zeros (%) | 11.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 84 |
| median | 168 |
| Q3 | 210 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 126 |
Descriptive statistics
| Standard deviation | 79.058341 |
|---|---|
| Coefficient of variation (CV) | 0.5508985 |
| Kurtosis | -0.93694235 |
| Mean | 143.508 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | -0.627669 |
| Sum | 1435080 |
| Variance | 6250.2214 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1126 | 11.3% |
| 225 | 97 | 1.0% |
| 227 | 93 | 0.9% |
| 228 | 92 | 0.9% |
| 221 | 92 | 0.9% |
| 222 | 88 | 0.9% |
| 205 | 87 | 0.9% |
| 224 | 86 | 0.9% |
| 218 | 85 | 0.9% |
| 214 | 85 | 0.9% |
| Other values (246) | 8069 |
| Value | Count | Frequency (%) |
| 0 | 1126 | |
| 1 | 47 | 0.5% |
| 2 | 26 | 0.3% |
| 3 | 16 | 0.2% |
| 4 | 22 | 0.2% |
| 5 | 14 | 0.1% |
| 6 | 20 | 0.2% |
| 7 | 11 | 0.1% |
| 8 | 7 | 0.1% |
| 9 | 6 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 52 | |
| 254 | 3 | < 0.1% |
| 253 | 9 | 0.1% |
| 252 | 8 | 0.1% |
| 251 | 13 | 0.1% |
| 250 | 9 | 0.1% |
| 249 | 8 | 0.1% |
| 248 | 10 | 0.1% |
| 247 | 7 | 0.1% |
| 246 | 12 | 0.1% |
pixel575
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 131.8618 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1763 |
| Zeros (%) | 17.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 51 |
| median | 157 |
| Q3 | 209 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 158 |
Descriptive statistics
| Standard deviation | 85.745773 |
|---|---|
| Coefficient of variation (CV) | 0.65027 |
| Kurtosis | -1.3347493 |
| Mean | 131.8618 |
| Median Absolute Deviation (MAD) | 64 |
| Skewness | -0.39370664 |
| Sum | 1318618 |
| Variance | 7352.3375 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1763 | 17.6% |
| 223 | 88 | 0.9% |
| 214 | 88 | 0.9% |
| 217 | 86 | 0.9% |
| 211 | 86 | 0.9% |
| 226 | 84 | 0.8% |
| 210 | 83 | 0.8% |
| 228 | 83 | 0.8% |
| 227 | 81 | 0.8% |
| 225 | 81 | 0.8% |
| Other values (246) | 7477 |
| Value | Count | Frequency (%) |
| 0 | 1763 | |
| 1 | 27 | 0.3% |
| 2 | 20 | 0.2% |
| 3 | 16 | 0.2% |
| 4 | 12 | 0.1% |
| 5 | 17 | 0.2% |
| 6 | 11 | 0.1% |
| 7 | 15 | 0.1% |
| 8 | 10 | 0.1% |
| 9 | 18 | 0.2% |
| Value | Count | Frequency (%) |
| 255 | 56 | |
| 254 | 9 | 0.1% |
| 253 | 8 | 0.1% |
| 252 | 9 | 0.1% |
| 251 | 16 | 0.2% |
| 250 | 11 | 0.1% |
| 249 | 7 | 0.1% |
| 248 | 15 | 0.1% |
| 247 | 13 | 0.1% |
| 246 | 20 | 0.2% |
pixel263
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 107.6417 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2675 |
| Zeros (%) | 26.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 116 |
| Q3 | 196 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 196 |
Descriptive statistics
| Standard deviation | 91.216152 |
|---|---|
| Coefficient of variation (CV) | 0.84740534 |
| Kurtosis | -1.5948996 |
| Mean | 107.6417 |
| Median Absolute Deviation (MAD) | 97 |
| Skewness | 0.021078892 |
| Sum | 1076417 |
| Variance | 8320.3864 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2675 | |
| 1 | 272 | 2.7% |
| 255 | 151 | 1.5% |
| 2 | 132 | 1.3% |
| 3 | 94 | 0.9% |
| 206 | 69 | 0.7% |
| 211 | 67 | 0.7% |
| 218 | 65 | 0.7% |
| 224 | 64 | 0.6% |
| 221 | 63 | 0.6% |
| Other values (246) | 6348 |
| Value | Count | Frequency (%) |
| 0 | 2675 | |
| 1 | 272 | 2.7% |
| 2 | 132 | 1.3% |
| 3 | 94 | 0.9% |
| 4 | 48 | 0.5% |
| 5 | 38 | 0.4% |
| 6 | 28 | 0.3% |
| 7 | 11 | 0.1% |
| 8 | 11 | 0.1% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 151 | |
| 254 | 22 | 0.2% |
| 253 | 12 | 0.1% |
| 252 | 13 | 0.1% |
| 251 | 6 | 0.1% |
| 250 | 10 | 0.1% |
| 249 | 9 | 0.1% |
| 248 | 12 | 0.1% |
| 247 | 11 | 0.1% |
| 246 | 16 | 0.2% |
pixel407
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 139.7073 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1231 |
| Zeros (%) | 12.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 79 |
| median | 163 |
| Q3 | 206 |
| 95-th percentile | 234 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 127 |
Descriptive statistics
| Standard deviation | 79.269876 |
|---|---|
| Coefficient of variation (CV) | 0.56739967 |
| Kurtosis | -0.9933383 |
| Mean | 139.7073 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | -0.57877819 |
| Sum | 1397073 |
| Variance | 6283.7132 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1231 | 12.3% |
| 215 | 93 | 0.9% |
| 225 | 92 | 0.9% |
| 217 | 84 | 0.8% |
| 205 | 84 | 0.8% |
| 212 | 82 | 0.8% |
| 188 | 81 | 0.8% |
| 206 | 81 | 0.8% |
| 210 | 81 | 0.8% |
| 189 | 80 | 0.8% |
| Other values (246) | 8011 |
| Value | Count | Frequency (%) |
| 0 | 1231 | |
| 1 | 70 | 0.7% |
| 2 | 34 | 0.3% |
| 3 | 26 | 0.3% |
| 4 | 12 | 0.1% |
| 5 | 12 | 0.1% |
| 6 | 17 | 0.2% |
| 7 | 11 | 0.1% |
| 8 | 4 | < 0.1% |
| 9 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 57 | |
| 254 | 12 | 0.1% |
| 253 | 11 | 0.1% |
| 252 | 9 | 0.1% |
| 251 | 3 | < 0.1% |
| 250 | 11 | 0.1% |
| 249 | 6 | 0.1% |
| 248 | 12 | 0.1% |
| 247 | 15 | 0.1% |
| 246 | 15 | 0.1% |
pixel435
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.9373 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1222 |
| Zeros (%) | 12.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 82 |
| median | 165 |
| Q3 | 207.25 |
| 95-th percentile | 234 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 125.25 |
Descriptive statistics
| Standard deviation | 79.130143 |
|---|---|
| Coefficient of variation (CV) | 0.56145636 |
| Kurtosis | -0.96093816 |
| Mean | 140.9373 |
| Median Absolute Deviation (MAD) | 52 |
| Skewness | -0.60605684 |
| Sum | 1409373 |
| Variance | 6261.5795 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1222 | 12.2% |
| 217 | 90 | 0.9% |
| 210 | 87 | 0.9% |
| 212 | 84 | 0.8% |
| 229 | 82 | 0.8% |
| 223 | 81 | 0.8% |
| 220 | 81 | 0.8% |
| 201 | 81 | 0.8% |
| 231 | 81 | 0.8% |
| 213 | 80 | 0.8% |
| Other values (246) | 8031 |
| Value | Count | Frequency (%) |
| 0 | 1222 | |
| 1 | 68 | 0.7% |
| 2 | 35 | 0.4% |
| 3 | 17 | 0.2% |
| 4 | 23 | 0.2% |
| 5 | 11 | 0.1% |
| 6 | 8 | 0.1% |
| 7 | 7 | 0.1% |
| 8 | 11 | 0.1% |
| 9 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 53 | |
| 254 | 2 | < 0.1% |
| 253 | 7 | 0.1% |
| 252 | 7 | 0.1% |
| 251 | 6 | 0.1% |
| 250 | 9 | 0.1% |
| 249 | 11 | 0.1% |
| 248 | 9 | 0.1% |
| 247 | 5 | 0.1% |
| 246 | 13 | 0.1% |
pixel687
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.8593 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3899 |
| Zeros (%) | 39.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 90 |
| Q3 | 198.25 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 198.25 |
Descriptive statistics
| Standard deviation | 95.188433 |
|---|---|
| Coefficient of variation (CV) | 0.96286776 |
| Kurtosis | -1.6581938 |
| Mean | 98.8593 |
| Median Absolute Deviation (MAD) | 90 |
| Skewness | 0.19324779 |
| Sum | 988593 |
| Variance | 9060.8378 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3899 | |
| 209 | 68 | 0.7% |
| 227 | 67 | 0.7% |
| 228 | 66 | 0.7% |
| 222 | 66 | 0.7% |
| 231 | 66 | 0.7% |
| 214 | 65 | 0.7% |
| 226 | 65 | 0.7% |
| 215 | 64 | 0.6% |
| 221 | 63 | 0.6% |
| Other values (246) | 5511 |
| Value | Count | Frequency (%) |
| 0 | 3899 | |
| 1 | 34 | 0.3% |
| 2 | 37 | 0.4% |
| 3 | 30 | 0.3% |
| 4 | 17 | 0.2% |
| 5 | 21 | 0.2% |
| 6 | 13 | 0.1% |
| 7 | 8 | 0.1% |
| 8 | 7 | 0.1% |
| 9 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 60 | |
| 254 | 18 | 0.2% |
| 253 | 11 | 0.1% |
| 252 | 14 | 0.1% |
| 251 | 7 | 0.1% |
| 250 | 11 | 0.1% |
| 249 | 10 | 0.1% |
| 248 | 10 | 0.1% |
| 247 | 15 | 0.1% |
| 246 | 19 | 0.2% |
pixel519
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 140.2984 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 1235 |
| Zeros (%) | 12.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 77 |
| median | 165 |
| Q3 | 210 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 133 |
Descriptive statistics
| Standard deviation | 80.690039 |
|---|---|
| Coefficient of variation (CV) | 0.57513157 |
| Kurtosis | -1.0610617 |
| Mean | 140.2984 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | -0.55933595 |
| Sum | 1402984 |
| Variance | 6510.8824 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1235 | 12.3% |
| 216 | 96 | 1.0% |
| 215 | 94 | 0.9% |
| 213 | 93 | 0.9% |
| 222 | 93 | 0.9% |
| 227 | 91 | 0.9% |
| 223 | 90 | 0.9% |
| 217 | 87 | 0.9% |
| 224 | 86 | 0.9% |
| 225 | 85 | 0.9% |
| Other values (246) | 7950 |
| Value | Count | Frequency (%) |
| 0 | 1235 | |
| 1 | 42 | 0.4% |
| 2 | 24 | 0.2% |
| 3 | 21 | 0.2% |
| 4 | 19 | 0.2% |
| 5 | 13 | 0.1% |
| 6 | 14 | 0.1% |
| 7 | 17 | 0.2% |
| 8 | 17 | 0.2% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 51 | |
| 254 | 9 | 0.1% |
| 253 | 6 | 0.1% |
| 252 | 10 | 0.1% |
| 251 | 9 | 0.1% |
| 250 | 10 | 0.1% |
| 249 | 9 | 0.1% |
| 248 | 12 | 0.1% |
| 247 | 15 | 0.1% |
| 246 | 16 | 0.2% |
pixel631
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 117.7096 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2757 |
| Zeros (%) | 27.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 136 |
| Q3 | 206 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 206 |
Descriptive statistics
| Standard deviation | 91.881169 |
|---|---|
| Coefficient of variation (CV) | 0.78057499 |
| Kurtosis | -1.5956262 |
| Mean | 117.7096 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | -0.14953783 |
| Sum | 1177096 |
| Variance | 8442.1493 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2757 | |
| 220 | 86 | 0.9% |
| 226 | 80 | 0.8% |
| 225 | 79 | 0.8% |
| 218 | 78 | 0.8% |
| 229 | 78 | 0.8% |
| 230 | 77 | 0.8% |
| 210 | 76 | 0.8% |
| 217 | 74 | 0.7% |
| 224 | 74 | 0.7% |
| Other values (246) | 6541 |
| Value | Count | Frequency (%) |
| 0 | 2757 | |
| 1 | 18 | 0.2% |
| 2 | 19 | 0.2% |
| 3 | 20 | 0.2% |
| 4 | 22 | 0.2% |
| 5 | 19 | 0.2% |
| 6 | 13 | 0.1% |
| 7 | 11 | 0.1% |
| 8 | 7 | 0.1% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 57 | |
| 254 | 18 | 0.2% |
| 253 | 12 | 0.1% |
| 252 | 15 | 0.1% |
| 251 | 10 | 0.1% |
| 250 | 12 | 0.1% |
| 249 | 8 | 0.1% |
| 248 | 20 | 0.2% |
| 247 | 15 | 0.1% |
| 246 | 13 | 0.1% |
pixel401
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.9929 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2770 |
| Zeros (%) | 27.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 105 |
| Q3 | 190 |
| 95-th percentile | 237 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 190 |
Descriptive statistics
| Standard deviation | 89.990936 |
|---|---|
| Coefficient of variation (CV) | 0.86535653 |
| Kurtosis | -1.5463697 |
| Mean | 103.9929 |
| Median Absolute Deviation (MAD) | 101 |
| Skewness | 0.10979233 |
| Sum | 1039929 |
| Variance | 8098.3685 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2770 | |
| 1 | 155 | 1.6% |
| 255 | 106 | 1.1% |
| 2 | 96 | 1.0% |
| 3 | 64 | 0.6% |
| 218 | 58 | 0.6% |
| 228 | 57 | 0.6% |
| 214 | 56 | 0.6% |
| 232 | 54 | 0.5% |
| 230 | 53 | 0.5% |
| Other values (246) | 6531 |
| Value | Count | Frequency (%) |
| 0 | 2770 | |
| 1 | 155 | 1.6% |
| 2 | 96 | 1.0% |
| 3 | 64 | 0.6% |
| 4 | 41 | 0.4% |
| 5 | 34 | 0.3% |
| 6 | 22 | 0.2% |
| 7 | 20 | 0.2% |
| 8 | 17 | 0.2% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 106 | |
| 254 | 12 | 0.1% |
| 253 | 24 | 0.2% |
| 252 | 16 | 0.2% |
| 251 | 20 | 0.2% |
| 250 | 16 | 0.2% |
| 249 | 11 | 0.1% |
| 248 | 13 | 0.1% |
| 247 | 18 | 0.2% |
| 246 | 24 | 0.2% |
pixel180
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 105.2011 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3029 |
| Zeros (%) | 30.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 111 |
| Q3 | 195 |
| 95-th percentile | 233 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 90.724691 |
|---|---|
| Coefficient of variation (CV) | 0.86239299 |
| Kurtosis | -1.6097045 |
| Mean | 105.2011 |
| Median Absolute Deviation (MAD) | 102 |
| Skewness | 0.047941608 |
| Sum | 1052011 |
| Variance | 8230.9696 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3029 | |
| 1 | 129 | 1.3% |
| 216 | 72 | 0.7% |
| 220 | 67 | 0.7% |
| 2 | 64 | 0.6% |
| 217 | 63 | 0.6% |
| 224 | 63 | 0.6% |
| 218 | 61 | 0.6% |
| 205 | 61 | 0.6% |
| 228 | 60 | 0.6% |
| Other values (246) | 6331 |
| Value | Count | Frequency (%) |
| 0 | 3029 | |
| 1 | 129 | 1.3% |
| 2 | 64 | 0.6% |
| 3 | 41 | 0.4% |
| 4 | 46 | 0.5% |
| 5 | 31 | 0.3% |
| 6 | 16 | 0.2% |
| 7 | 13 | 0.1% |
| 8 | 10 | 0.1% |
| 9 | 7 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 59 | |
| 254 | 14 | 0.1% |
| 253 | 6 | 0.1% |
| 252 | 4 | < 0.1% |
| 251 | 8 | 0.1% |
| 250 | 9 | 0.1% |
| 249 | 4 | < 0.1% |
| 248 | 5 | 0.1% |
| 247 | 7 | 0.1% |
| 246 | 8 | 0.1% |
pixel234
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.2231 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3180 |
| Zeros (%) | 31.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 92 |
| Q3 | 187 |
| 95-th percentile | 233 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 187 |
Descriptive statistics
| Standard deviation | 90.893951 |
|---|---|
| Coefficient of variation (CV) | 0.93490077 |
| Kurtosis | -1.5654279 |
| Mean | 97.2231 |
| Median Absolute Deviation (MAD) | 92 |
| Skewness | 0.2047631 |
| Sum | 972231 |
| Variance | 8261.7103 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3180 | |
| 1 | 314 | 3.1% |
| 2 | 111 | 1.1% |
| 255 | 101 | 1.0% |
| 3 | 62 | 0.6% |
| 233 | 59 | 0.6% |
| 222 | 55 | 0.5% |
| 204 | 55 | 0.5% |
| 212 | 54 | 0.5% |
| 225 | 53 | 0.5% |
| Other values (246) | 5956 |
| Value | Count | Frequency (%) |
| 0 | 3180 | |
| 1 | 314 | 3.1% |
| 2 | 111 | 1.1% |
| 3 | 62 | 0.6% |
| 4 | 41 | 0.4% |
| 5 | 33 | 0.3% |
| 6 | 27 | 0.3% |
| 7 | 15 | 0.1% |
| 8 | 9 | 0.1% |
| 9 | 13 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 101 | |
| 254 | 19 | 0.2% |
| 253 | 15 | 0.1% |
| 252 | 6 | 0.1% |
| 251 | 5 | 0.1% |
| 250 | 15 | 0.1% |
| 249 | 8 | 0.1% |
| 248 | 12 | 0.1% |
| 247 | 10 | 0.1% |
| 246 | 17 | 0.2% |
pixel236
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 108.7499 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 2556 |
| Zeros (%) | 25.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 119 |
| Q3 | 195 |
| 95-th percentile | 232 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 89.993057 |
|---|---|
| Coefficient of variation (CV) | 0.82752312 |
| Kurtosis | -1.5906938 |
| Mean | 108.7499 |
| Median Absolute Deviation (MAD) | 93 |
| Skewness | -0.016643772 |
| Sum | 1087499 |
| Variance | 8098.7502 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2556 | 25.6% |
| 1 | 250 | 2.5% |
| 2 | 135 | 1.4% |
| 3 | 87 | 0.9% |
| 255 | 80 | 0.8% |
| 207 | 77 | 0.8% |
| 228 | 74 | 0.7% |
| 225 | 73 | 0.7% |
| 215 | 72 | 0.7% |
| 189 | 68 | 0.7% |
| Other values (246) | 6528 |
| Value | Count | Frequency (%) |
| 0 | 2556 | |
| 1 | 250 | 2.5% |
| 2 | 135 | 1.4% |
| 3 | 87 | 0.9% |
| 4 | 63 | 0.6% |
| 5 | 27 | 0.3% |
| 6 | 19 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 17 | 0.2% |
| 9 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 80 | |
| 254 | 9 | 0.1% |
| 253 | 11 | 0.1% |
| 252 | 8 | 0.1% |
| 251 | 11 | 0.1% |
| 250 | 8 | 0.1% |
| 249 | 13 | 0.1% |
| 248 | 8 | 0.1% |
| 247 | 12 | 0.1% |
| 246 | 8 | 0.1% |
pixel68
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.0846 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3749 |
| Zeros (%) | 37.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 104 |
| Q3 | 197 |
| 95-th percentile | 235 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 197 |
Descriptive statistics
| Standard deviation | 94.773298 |
|---|---|
| Coefficient of variation (CV) | 0.92837997 |
| Kurtosis | -1.6820966 |
| Mean | 102.0846 |
| Median Absolute Deviation (MAD) | 104 |
| Skewness | 0.10949675 |
| Sum | 1020846 |
| Variance | 8981.978 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3749 | |
| 224 | 70 | 0.7% |
| 215 | 66 | 0.7% |
| 227 | 66 | 0.7% |
| 206 | 65 | 0.7% |
| 222 | 63 | 0.6% |
| 228 | 61 | 0.6% |
| 213 | 59 | 0.6% |
| 255 | 58 | 0.6% |
| 229 | 56 | 0.6% |
| Other values (246) | 5687 |
| Value | Count | Frequency (%) |
| 0 | 3749 | |
| 1 | 50 | 0.5% |
| 2 | 31 | 0.3% |
| 3 | 31 | 0.3% |
| 4 | 29 | 0.3% |
| 5 | 17 | 0.2% |
| 6 | 19 | 0.2% |
| 7 | 7 | 0.1% |
| 8 | 8 | 0.1% |
| 9 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 58 | |
| 254 | 22 | 0.2% |
| 253 | 16 | 0.2% |
| 252 | 12 | 0.1% |
| 251 | 9 | 0.1% |
| 250 | 11 | 0.1% |
| 249 | 13 | 0.1% |
| 248 | 18 | 0.2% |
| 247 | 12 | 0.1% |
| 246 | 17 | 0.2% |
pixel611
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.1955 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 4502 |
| Zeros (%) | 45.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17 |
| Q3 | 185 |
| 95-th percentile | 241 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 185 |
Descriptive statistics
| Standard deviation | 95.295508 |
|---|---|
| Coefficient of variation (CV) | 1.1318361 |
| Kurtosis | -1.4503563 |
| Mean | 84.1955 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.50262699 |
| Sum | 841955 |
| Variance | 9081.2338 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4502 | |
| 255 | 186 | 1.9% |
| 1 | 112 | 1.1% |
| 2 | 100 | 1.0% |
| 3 | 69 | 0.7% |
| 4 | 61 | 0.6% |
| 207 | 51 | 0.5% |
| 211 | 47 | 0.5% |
| 215 | 47 | 0.5% |
| 198 | 47 | 0.5% |
| Other values (246) | 4778 |
| Value | Count | Frequency (%) |
| 0 | 4502 | |
| 1 | 112 | 1.1% |
| 2 | 100 | 1.0% |
| 3 | 69 | 0.7% |
| 4 | 61 | 0.6% |
| 5 | 37 | 0.4% |
| 6 | 21 | 0.2% |
| 7 | 14 | 0.1% |
| 8 | 9 | 0.1% |
| 9 | 5 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 186 | |
| 254 | 31 | 0.3% |
| 253 | 21 | 0.2% |
| 252 | 12 | 0.1% |
| 251 | 18 | 0.2% |
| 250 | 14 | 0.1% |
| 249 | 22 | 0.2% |
| 248 | 11 | 0.1% |
| 247 | 26 | 0.3% |
| 246 | 31 | 0.3% |
pixel96
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 102.6985 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3554 |
| Zeros (%) | 35.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 105 |
| Q3 | 197 |
| 95-th percentile | 232 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 197 |
Descriptive statistics
| Standard deviation | 93.442677 |
|---|---|
| Coefficient of variation (CV) | 0.90987383 |
| Kurtosis | -1.6776348 |
| Mean | 102.6985 |
| Median Absolute Deviation (MAD) | 105 |
| Skewness | 0.088341663 |
| Sum | 1026985 |
| Variance | 8731.534 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3554 | |
| 226 | 79 | 0.8% |
| 219 | 75 | 0.8% |
| 214 | 72 | 0.7% |
| 218 | 70 | 0.7% |
| 221 | 69 | 0.7% |
| 230 | 68 | 0.7% |
| 1 | 68 | 0.7% |
| 225 | 68 | 0.7% |
| 217 | 67 | 0.7% |
| Other values (246) | 5810 |
| Value | Count | Frequency (%) |
| 0 | 3554 | |
| 1 | 68 | 0.7% |
| 2 | 42 | 0.4% |
| 3 | 21 | 0.2% |
| 4 | 26 | 0.3% |
| 5 | 23 | 0.2% |
| 6 | 16 | 0.2% |
| 7 | 13 | 0.1% |
| 8 | 11 | 0.1% |
| 9 | 11 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 29 | |
| 254 | 13 | |
| 253 | 5 | 0.1% |
| 252 | 7 | 0.1% |
| 251 | 9 | 0.1% |
| 250 | 4 | < 0.1% |
| 249 | 9 | 0.1% |
| 248 | 5 | 0.1% |
| 247 | 17 | |
| 246 | 10 | 0.1% |
pixel555
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.3624 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 3414 |
| Zeros (%) | 34.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 84 |
| Q3 | 195 |
| 95-th percentile | 241 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 195 |
Descriptive statistics
| Standard deviation | 94.760972 |
|---|---|
| Coefficient of variation (CV) | 0.96338613 |
| Kurtosis | -1.6055076 |
| Mean | 98.3624 |
| Median Absolute Deviation (MAD) | 84 |
| Skewness | 0.23506607 |
| Sum | 983624 |
| Variance | 8979.6418 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3414 | |
| 255 | 175 | 1.8% |
| 1 | 134 | 1.3% |
| 2 | 102 | 1.0% |
| 3 | 89 | 0.9% |
| 4 | 65 | 0.7% |
| 221 | 65 | 0.7% |
| 209 | 62 | 0.6% |
| 213 | 57 | 0.6% |
| 225 | 56 | 0.6% |
| Other values (246) | 5781 |
| Value | Count | Frequency (%) |
| 0 | 3414 | |
| 1 | 134 | 1.3% |
| 2 | 102 | 1.0% |
| 3 | 89 | 0.9% |
| 4 | 65 | 0.7% |
| 5 | 35 | 0.4% |
| 6 | 32 | 0.3% |
| 7 | 15 | 0.1% |
| 8 | 16 | 0.2% |
| 9 | 12 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 175 | |
| 254 | 41 | 0.4% |
| 253 | 29 | 0.3% |
| 252 | 16 | 0.2% |
| 251 | 24 | 0.2% |
| 250 | 21 | 0.2% |
| 249 | 18 | 0.2% |
| 248 | 12 | 0.1% |
| 247 | 22 | 0.2% |
| 246 | 18 | 0.2% |
pixel594
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.2979 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 4564 |
| Zeros (%) | 45.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 170 |
| 95-th percentile | 236 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 170 |
Descriptive statistics
| Standard deviation | 91.801381 |
|---|---|
| Coefficient of variation (CV) | 1.187631 |
| Kurtosis | -1.2703044 |
| Mean | 77.2979 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.62941741 |
| Sum | 772979 |
| Variance | 8427.4935 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4564 | |
| 1 | 144 | 1.4% |
| 255 | 142 | 1.4% |
| 2 | 124 | 1.2% |
| 3 | 98 | 1.0% |
| 4 | 63 | 0.6% |
| 5 | 44 | 0.4% |
| 223 | 44 | 0.4% |
| 231 | 43 | 0.4% |
| 213 | 43 | 0.4% |
| Other values (246) | 4691 |
| Value | Count | Frequency (%) |
| 0 | 4564 | |
| 1 | 144 | 1.4% |
| 2 | 124 | 1.2% |
| 3 | 98 | 1.0% |
| 4 | 63 | 0.6% |
| 5 | 44 | 0.4% |
| 6 | 23 | 0.2% |
| 7 | 15 | 0.1% |
| 8 | 12 | 0.1% |
| 9 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 142 | |
| 254 | 18 | 0.2% |
| 253 | 13 | 0.1% |
| 252 | 18 | 0.2% |
| 251 | 13 | 0.1% |
| 250 | 14 | 0.1% |
| 249 | 15 | 0.1% |
| 248 | 22 | 0.2% |
| 247 | 19 | 0.2% |
| 246 | 19 | 0.2% |
pixel427
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.9366 |
| Minimum | 0 |
|---|---|
| Maximum | 255 |
| Zeros | 4024 |
| Zeros (%) | 40.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 78.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 49.5 |
| Q3 | 182 |
| 95-th percentile | 238 |
| Maximum | 255 |
| Range | 255 |
| Interquartile range (IQR) | 182 |
Descriptive statistics
| Standard deviation | 93.250962 |
|---|---|
| Coefficient of variation (CV) | 1.0726318 |
| Kurtosis | -1.4669573 |
| Mean | 86.9366 |
| Median Absolute Deviation (MAD) | 49.5 |
| Skewness | 0.4351161 |
| Sum | 869366 |
| Variance | 8695.742 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 4024 | |
| 1 | 175 | 1.8% |
| 255 | 152 | 1.5% |
| 2 | 116 | 1.2% |
| 3 | 86 | 0.9% |
| 4 | 70 | 0.7% |
| 223 | 49 | 0.5% |
| 215 | 49 | 0.5% |
| 226 | 49 | 0.5% |
| 219 | 46 | 0.5% |
| Other values (246) | 5184 |
| Value | Count | Frequency (%) |
| 0 | 4024 | |
| 1 | 175 | 1.8% |
| 2 | 116 | 1.2% |
| 3 | 86 | 0.9% |
| 4 | 70 | 0.7% |
| 5 | 27 | 0.3% |
| 6 | 17 | 0.2% |
| 7 | 16 | 0.2% |
| 8 | 22 | 0.2% |
| 9 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 152 | |
| 254 | 29 | 0.3% |
| 253 | 31 | 0.3% |
| 252 | 18 | 0.2% |
| 251 | 16 | 0.2% |
| 250 | 20 | 0.2% |
| 249 | 14 | 0.1% |
| 248 | 10 | 0.1% |
| 247 | 22 | 0.2% |
| 246 | 24 | 0.2% |
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| label | 1.000 | 0.164 | 0.044 | 0.202 | 0.118 | -0.510 | 0.175 | 0.185 | -0.214 | 0.177 | -0.046 | -0.033 | -0.565 | -0.466 | -0.525 | -0.622 | 0.334 | -0.624 | 0.455 | 0.307 | 0.184 |
| pixel547 | 0.164 | 1.000 | 0.761 | 0.744 | 0.850 | 0.222 | 0.707 | 0.719 | 0.520 | 0.851 | 0.693 | 0.257 | 0.265 | 0.251 | 0.303 | 0.177 | 0.393 | 0.202 | 0.421 | 0.378 | 0.193 |
| pixel603 | 0.044 | 0.761 | 1.000 | 0.634 | 0.864 | 0.326 | 0.603 | 0.603 | 0.664 | 0.718 | 0.860 | 0.224 | 0.396 | 0.346 | 0.414 | 0.301 | 0.465 | 0.330 | 0.290 | 0.460 | 0.121 |
| pixel491 | 0.202 | 0.744 | 0.634 | 1.000 | 0.716 | 0.152 | 0.763 | 0.772 | 0.422 | 0.827 | 0.566 | 0.331 | 0.186 | 0.177 | 0.226 | 0.107 | 0.285 | 0.133 | 0.328 | 0.261 | 0.280 |
| pixel575 | 0.118 | 0.850 | 0.864 | 0.716 | 1.000 | 0.278 | 0.667 | 0.670 | 0.587 | 0.777 | 0.763 | 0.236 | 0.329 | 0.310 | 0.365 | 0.236 | 0.441 | 0.264 | 0.362 | 0.430 | 0.155 |
| pixel263 | -0.510 | 0.222 | 0.326 | 0.152 | 0.278 | 1.000 | 0.198 | 0.180 | 0.404 | 0.197 | 0.368 | 0.317 | 0.801 | 0.773 | 0.824 | 0.712 | 0.088 | 0.735 | -0.047 | 0.090 | 0.167 |
| pixel407 | 0.175 | 0.707 | 0.603 | 0.763 | 0.667 | 0.198 | 1.000 | 0.870 | 0.417 | 0.734 | 0.543 | 0.333 | 0.229 | 0.214 | 0.270 | 0.147 | 0.263 | 0.168 | 0.299 | 0.248 | 0.275 |
| pixel435 | 0.185 | 0.719 | 0.603 | 0.772 | 0.670 | 0.180 | 0.870 | 1.000 | 0.416 | 0.754 | 0.546 | 0.336 | 0.208 | 0.195 | 0.249 | 0.132 | 0.257 | 0.151 | 0.304 | 0.233 | 0.284 |
| pixel687 | -0.214 | 0.520 | 0.664 | 0.422 | 0.587 | 0.404 | 0.417 | 0.416 | 1.000 | 0.481 | 0.754 | 0.271 | 0.491 | 0.405 | 0.484 | 0.484 | 0.183 | 0.509 | 0.027 | 0.145 | 0.070 |
| pixel519 | 0.177 | 0.851 | 0.718 | 0.827 | 0.777 | 0.197 | 0.734 | 0.754 | 0.481 | 1.000 | 0.639 | 0.288 | 0.233 | 0.221 | 0.274 | 0.146 | 0.359 | 0.174 | 0.369 | 0.337 | 0.233 |
| pixel631 | -0.046 | 0.693 | 0.860 | 0.566 | 0.763 | 0.368 | 0.543 | 0.546 | 0.754 | 0.639 | 1.000 | 0.244 | 0.449 | 0.381 | 0.453 | 0.375 | 0.381 | 0.404 | 0.215 | 0.376 | 0.111 |
| pixel401 | -0.033 | 0.257 | 0.224 | 0.331 | 0.236 | 0.317 | 0.333 | 0.336 | 0.271 | 0.288 | 0.244 | 1.000 | 0.231 | 0.452 | 0.258 | 0.201 | 0.193 | 0.199 | 0.235 | 0.190 | 0.535 |
| pixel180 | -0.565 | 0.265 | 0.396 | 0.186 | 0.329 | 0.801 | 0.229 | 0.208 | 0.491 | 0.233 | 0.449 | 0.231 | 1.000 | 0.707 | 0.885 | 0.790 | 0.046 | 0.827 | -0.119 | 0.036 | 0.068 |
| pixel234 | -0.466 | 0.251 | 0.346 | 0.177 | 0.310 | 0.773 | 0.214 | 0.195 | 0.405 | 0.221 | 0.381 | 0.452 | 0.707 | 1.000 | 0.723 | 0.669 | 0.177 | 0.675 | 0.049 | 0.179 | 0.245 |
| pixel236 | -0.525 | 0.303 | 0.414 | 0.226 | 0.365 | 0.824 | 0.270 | 0.249 | 0.484 | 0.274 | 0.453 | 0.258 | 0.885 | 0.723 | 1.000 | 0.749 | 0.048 | 0.780 | -0.098 | 0.047 | 0.099 |
| pixel68 | -0.622 | 0.177 | 0.301 | 0.107 | 0.236 | 0.712 | 0.147 | 0.132 | 0.484 | 0.146 | 0.375 | 0.201 | 0.790 | 0.669 | 0.749 | 1.000 | 0.002 | 0.915 | -0.157 | -0.008 | 0.032 |
| pixel611 | 0.334 | 0.393 | 0.465 | 0.285 | 0.441 | 0.088 | 0.263 | 0.257 | 0.183 | 0.359 | 0.381 | 0.193 | 0.046 | 0.177 | 0.048 | 0.002 | 1.000 | 0.015 | 0.819 | 0.850 | 0.479 |
| pixel96 | -0.624 | 0.202 | 0.330 | 0.133 | 0.264 | 0.735 | 0.168 | 0.151 | 0.509 | 0.174 | 0.404 | 0.199 | 0.827 | 0.675 | 0.780 | 0.915 | 0.015 | 1.000 | -0.147 | 0.002 | 0.037 |
| pixel555 | 0.455 | 0.421 | 0.290 | 0.328 | 0.362 | -0.047 | 0.299 | 0.304 | 0.027 | 0.369 | 0.215 | 0.235 | -0.119 | 0.049 | -0.098 | -0.157 | 0.819 | -0.147 | 1.000 | 0.728 | 0.585 |
| pixel594 | 0.307 | 0.378 | 0.460 | 0.261 | 0.430 | 0.090 | 0.248 | 0.233 | 0.145 | 0.337 | 0.376 | 0.190 | 0.036 | 0.179 | 0.047 | -0.008 | 0.850 | 0.002 | 0.728 | 1.000 | 0.480 |
| pixel427 | 0.184 | 0.193 | 0.121 | 0.280 | 0.155 | 0.167 | 0.275 | 0.284 | 0.070 | 0.233 | 0.111 | 0.535 | 0.068 | 0.245 | 0.099 | 0.032 | 0.479 | 0.037 | 0.585 | 0.480 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 204 | 203 | 203 | 203 | 226 | 159 | 224 | 205 | 201 | 203 | 226 | 216 | 165 | 205 | 67 | 2 | 214 | 2 | 0 | 0 |
| 1 | 1 | 0 | 0 | 0 | 0 | 211 | 0 | 0 | 0 | 0 | 0 | 0 | 136 | 91 | 169 | 227 | 0 | 221 | 0 | 0 | 0 |
| 2 | 2 | 68 | 53 | 50 | 89 | 85 | 53 | 53 | 0 | 53 | 31 | 0 | 65 | 70 | 58 | 114 | 150 | 70 | 160 | 89 | 162 |
| 3 | 2 | 64 | 129 | 208 | 187 | 144 | 128 | 83 | 59 | 225 | 0 | 60 | 0 | 239 | 48 | 3 | 56 | 0 | 53 | 31 | 52 |
| 4 | 3 | 225 | 201 | 234 | 243 | 32 | 223 | 232 | 0 | 230 | 18 | 157 | 255 | 41 | 255 | 234 | 0 | 223 | 0 | 0 | 0 |
| 5 | 2 | 98 | 122 | 91 | 112 | 88 | 88 | 91 | 129 | 95 | 129 | 74 | 71 | 102 | 91 | 88 | 0 | 64 | 51 | 0 | 207 |
| 6 | 8 | 255 | 255 | 165 | 220 | 150 | 254 | 240 | 0 | 216 | 16 | 142 | 168 | 224 | 197 | 0 | 255 | 0 | 222 | 255 | 145 |
| 7 | 6 | 175 | 183 | 156 | 183 | 127 | 133 | 135 | 254 | 164 | 198 | 179 | 91 | 159 | 104 | 131 | 116 | 96 | 117 | 57 | 147 |
| 8 | 5 | 0 | 56 | 0 | 0 | 0 | 0 | 0 | 189 | 0 | 172 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 2 | 163 | 0 |
| 9 | 0 | 99 | 100 | 92 | 98 | 154 | 91 | 91 | 104 | 93 | 103 | 112 | 180 | 184 | 190 | 95 | 1 | 95 | 1 | 2 | 0 |
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 9990 | 7 | 70 | 0 | 130 | 27 | 5 | 68 | 28 | 0 | 0 | 0 | 80 | 0 | 0 | 0 | 0 | 0 | 0 | 98 | 0 | 70 |
| 9991 | 9 | 203 | 227 | 207 | 221 | 0 | 185 | 207 | 0 | 212 | 0 | 0 | 0 | 0 | 0 | 0 | 188 | 0 | 237 | 224 | 4 |
| 9992 | 4 | 197 | 198 | 207 | 197 | 194 | 194 | 195 | 199 | 195 | 199 | 221 | 184 | 192 | 182 | 0 | 37 | 125 | 2 | 0 | 5 |
| 9993 | 8 | 214 | 230 | 212 | 207 | 206 | 212 | 212 | 0 | 212 | 193 | 214 | 43 | 207 | 206 | 0 | 220 | 0 | 214 | 229 | 212 |
| 9994 | 0 | 39 | 114 | 127 | 137 | 142 | 95 | 134 | 20 | 36 | 145 | 137 | 100 | 70 | 66 | 70 | 0 | 46 | 0 | 0 | 0 |
| 9995 | 0 | 130 | 129 | 59 | 173 | 183 | 207 | 160 | 88 | 111 | 113 | 195 | 183 | 179 | 146 | 103 | 0 | 116 | 0 | 0 | 0 |
| 9996 | 6 | 57 | 65 | 55 | 57 | 34 | 44 | 42 | 99 | 55 | 126 | 36 | 47 | 134 | 76 | 73 | 89 | 70 | 70 | 49 | 60 |
| 9997 | 8 | 197 | 201 | 195 | 200 | 124 | 168 | 187 | 203 | 197 | 206 | 185 | 150 | 0 | 194 | 0 | 226 | 21 | 221 | 224 | 206 |
| 9998 | 8 | 205 | 219 | 205 | 215 | 200 | 204 | 205 | 180 | 211 | 226 | 232 | 200 | 199 | 182 | 162 | 210 | 192 | 201 | 166 | 205 |
| 9999 | 1 | 204 | 101 | 185 | 209 | 216 | 189 | 189 | 0 | 192 | 26 | 200 | 209 | 200 | 209 | 208 | 235 | 217 | 241 | 156 | 223 |
Most frequently occurring
| label | pixel547 | pixel603 | pixel491 | pixel575 | pixel263 | pixel407 | pixel435 | pixel687 | pixel519 | pixel631 | pixel401 | pixel180 | pixel234 | pixel236 | pixel68 | pixel611 | pixel96 | pixel555 | pixel594 | pixel427 | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 193 | 214 | 195 | 207 | 198 | 196 | 193 | 195 | 205 | 214 | 223 | 195 | 204 | 200 | 212 | 0 | 214 | 0 | 0 | 0 | 2 |